{"id":"W4224100322","doi":"10.1002/hsr2.556","title":"RSV‐associated hospitalization in adults in the USA: A retrospective chart review investigating burden, management strategies, and outcomes","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Respiratory viral infections research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Janssen Pharmaceuticals","keywords":"Medicine; Retrospective cohort study; Young adult; Disease; Emergency department; Pediatrics; Comorbidity; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008171448,0.0001868827,0.0003203441,0.001561731,0.0003979267,0.0005250306,0.0002909084,0.0002525125,0.0006827329],"category_scores_gemma":[0.002230016,0.0002028053,0.0002968753,0.002571021,0.0002615591,0.0005996579,0.0004555992,0.0003031716,0.0001293349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007121002,"about_ca_system_score_gemma":0.001210613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065992,"about_ca_topic_score_gemma":0.02150418,"domain_scores_codex":[0.9991929,0.0001695237,0.0002348722,0.000156783,0.0001599607,0.00008591641],"domain_scores_gemma":[0.9971506,0.0004041703,0.001723457,0.0001058798,0.0004070615,0.0002088747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000177562,0.00001367209,0.9983614,0.00003508932,0.00002187744,0.0001129374,0.0001089053,0.00001283051,0.00004203444,0.000008388275,0.0002392421,0.001025912],"study_design_scores_gemma":[0.000003744109,0.00004945385,0.9983022,0.00005357027,0.00002144551,0.0005031772,0.0005483503,0.00006821131,0.00004382297,0.000005372741,0.0003976642,0.000002882158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934096,0.002006405,0.0001144679,0.00007833643,0.000008448273,0.00006855731,0.003608302,0.00001081577,0.0006951746],"genre_scores_gemma":[0.9962375,0.001245419,0.0001684689,0.00007635066,0.000011665,0.00003553196,0.002163676,0.000002512317,0.00005884851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065992,"threshold_uncertainty_score":0.04107934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05863901827308927,"score_gpt":0.4147971627310592,"score_spread":0.3561581444579699,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}